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partial observability. Human learning. This part develops an adaptive learning system in which an AI tutor estimates each student's evolving knowledge state from their interaction history (responses, errors
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, learners bridge theoretical knowledge with practical application in and out of the classroom. Such active & authentic learning opportunities ensures graduates step into their careers with applicable skills
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robotic middleware (e.g., ROS, MoveIt) and hardware integration. Knowledge of machine learning, reinforcement learning, or vision-language models for robotics is a plus. Hands-on experience with robotic
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interdisciplinary research background in stem cells, mesenchymal stromal cells, translational science, biophysics, and data analytics. Knowledge and demonstrated skill set in IPSC biology or application science, cell
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an advantage. 6, Experience in cardiovascular image analysis is highly desirable. Hands-on experience with ultrasound research platforms, particularly Verasonics systems, is highly desirable. Knowledge